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Automation

Intermediate AI Automations

Build intermediate-level AI automations across tools like calendars, CRMs, docs, and chat platforms that will make you money.

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Course content

  1. Research Leads with Make
    Wondered who booked an appointment for a meeting? Automatically research who they are, what's their company, and put it in a dossier before the meeting.
  2. Create a dynamic lead magnet with Make
    Want to create a dynamic lead magnet that delivers value for each unique signup? This automation does that for you.

Course Description

This course has a collection of curated intermediate level AI Automations built across multiple platforms. Follow step-by-step tutorials to recreate each automation in your account, using AI to research, summarize, enrich, and route data between different tools. With each tutorial, you can understand the patterns behind them, so you can adapt your own workflows to whatever stack you’re using.

Learning Objectives

  • Design and build multi-step AI workflows for different platforms.
  • Learn to break down problems into discrete automation steps
  • Customize automations across platforms without rebuilding from scratch
  • Learn to create guardrails and fallbacks to keep AI debuggable

Tools Needed

  • An automation platform account
  • API access and credits
  • Text editor

About the author

4Fsh Team 4Fsh Team

We're 4Fsh. We build, test, and write about the edge where humans meet AI - so you can work smarter, faster, and go further than before.

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Updated on Nov 18, 2025